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Adaptive debiased SGD in high-dimensional GLMs with streaming data

Adaptive debiased SGD in high-dimensional GLMs with streaming data

Ruijian Han
Lan Luo
Yuanhang Luo
Yuanyuan Lin
Jian Huang
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Papers citing "Adaptive debiased SGD in high-dimensional GLMs with streaming data"

5 / 5 papers shown
Title
Statistical Inference for Model Parameters in Stochastic Gradient Descent
Statistical Inference for Model Parameters in Stochastic Gradient Descent
Xi Chen
Jason D. Lee
Xin T. Tong
Yichen Zhang
62
138
0
27 Oct 2016
Online Updating of Statistical Inference in the Big Data Setting
Online Updating of Statistical Inference in the Big Data Setting
E. Schifano
Jing Wu
C. Wang
Jun Yan
Ming-Hui Chen
43
169
0
23 May 2015
A General Theory of Hypothesis Tests and Confidence Regions for Sparse High Dimensional Models
A General Theory of Hypothesis Tests and Confidence Regions for Sparse High Dimensional Models
Y. Ning
Han Liu
139
305
0
30 Dec 2014
Post-Selection Inference for Generalized Linear Models with Many Controls
Post-Selection Inference for Generalized Linear Models with Many Controls
A. Belloni
Victor Chernozhukov
Ying Wei
135
190
0
15 Apr 2013
A Unified Framework for High-Dimensional Analysis of M-Estimators with Decomposable Regularizers
A Unified Framework for High-Dimensional Analysis of M-Estimators with Decomposable Regularizers
S. Negahban
Pradeep Ravikumar
Martin J. Wainwright
Bin Yu
459
1,378
0
13 Oct 2010

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